A new supervised classification algorithm in artificial immune systems with its application to carotid artery Doppler signals to diagnose atherosclerosis

2007 ◽  
Vol 88 (3) ◽  
pp. 246-255 ◽  
Author(s):  
Seral Özşen ◽  
Sadık Kara ◽  
Fatma Latifoğlu ◽  
Salih Güneş
Keyword(s):  
Carotid Artery ◽  
Supervised Classification ◽  
Artificial Immune Systems ◽  
Classification Algorithm ◽  
Artificial Immune ◽  
Immune Systems ◽  
Doppler Signals

Developing an Algorithm for the Application of Bayesian Method to Software Using Artificial Immune Systems

2021 ◽  
Author(s):  
Shafagat Mahmudova
Keyword(s):  
Immune System ◽  
Artificial Immune System ◽  
Bayesian Method ◽  
Artificial Immune Systems ◽  
Artificial Immune ◽  
Computational System ◽  
Malicious Software ◽  
Immune Systems ◽  
Advantages And Disadvantages ◽  
Protection Systems

Abstract This study provides information on artificial immune systems. The artificial immune system is an adaptive computational system that uses models, principles, mechanisms and functions to describe and solve the problems in theoretical immunology. Its application in various fields of science is explored. The theory of natural immune systems and the key features and algorithms of artificial immune system are analyzed. The advantages and disadvantages of protection systems based on artificial immune systems are shown. The methods for malicious software detection are studied. Some works in the field of artificial immune systems are analyzed, and the problems to be solved are identified. A new algorithm is developed for the application of Bayesian method in software using artificial immune systems, and experiments are implemented. The results of the experiment are estimated to be good. The advantages and disadvantages of AIS were shown. To eliminate the disadvantages, perfect AISs should be developed to enable the software more efficient and effective.

scholarly journals Special Issue on Artificial Immune Systems: Theory and Applications

2007 ◽  
Vol 19 (4) ◽  
pp. 647-647
Author(s):  
Xiao-Zhi Gao ◽  
Mo-Yuen Chow ◽  
David Pelta ◽  
Jon Timmis
Keyword(s):  
Systems Theory ◽  
Artificial Immune Systems ◽  
Special Issue ◽  
Artificial Immune ◽  
Immune Systems
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